Song Kyungchul, Lee Eunju, Lee Hye Sun, Youn Young Hoon, Baik Su Jung, Shin Hyun Joo, Chae Hyun Wook, Lee Ji-Won, Kwon Yu-Jin
Department of Pediatrics, Yonsei University College of Medicine, Gangnam Severance Hospital, Seoul, Republic of Korea.
Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea.
JHEP Rep. 2025 Apr 3;7(7):101419. doi: 10.1016/j.jhepr.2025.101419. eCollection 2025 Jul.
BACKGROUND & AIMS: We investigated the triglyceride-to-high density lipoprotein (HDL) ratio (TG/HDL), triglyceride-glucose index (TyG), single-point insulin sensitivity estimator (SPISE), and metabolic score for insulin resistance (METS-IR) as potential predictors of pediatric metabolic dysfunction-associated steatotic liver disease (MASLD) by addressing the limited research on insulin-resistance markers in this population.
This cross-sectional study included data from 1,150 and 260 youths from the National Health and Nutrition Examination Survey (NHANES) and a real-world clinic, respectively. Hepatic steatosis was assessed using transient elastography and abdominal sonography. Logistic regression analysis was performed using MASLD as the dependent variable. Receiver operating characteristic (ROC) curves were used to evaluate predictability.
The MASLD group had higher TG/HDL, TyG, METS-IR, and obesity proportions but lower SPISE than the normal group in both NHANES and real-world data. All markers were significantly related to MASLD in logistic regression analyses, even after adjusting for age and sex, in both the NHANES and real-world clinic data (all <0.001). The areas under the ROC curves (AUCs) for SPISE and METS-IR were 0.91 and 0.91 in the total group, 0.92 and 0.92 in the male group, and 0.90 and 0.89 in the female group, respectively-all higher than those for TG/HDL and TyG in the NHANES dataset (all <0.001). In the real-world clinical data, the AUCs of SPISE and METS-IR were significantly higher than those of TG/HDL and TyG in the total and male groups (all <0.001). In the female group, the AUC for SPISE was significantly higher than that for TG/HDL or TyG.
METS-IR and SPISE are effective, non-invasive markers for predicting pediatric MASLD, which offer valuable tools for early detection and improved clinical management.
The increasing prevalence of pediatric metabolic dysfunction-associated steatotic liver disease (MASLD) and its strong association with cardiometabolic risk factors underscore the need for effective early detection tools. Our study demonstrates that single-point insulin sensitivity estimator (SPISE) and metabolic score for insulin resistance (METS-IR) are superior, non-invasive markers for predicting MASLD in children and adolescents, with validated cut-off values applicable to both population-based and real-world clinical settings. These findings are particularly relevant for clinicians and healthcare policymakers, as they provide practical, easily accessible screening tools derived from routine laboratory tests, aiding in the early identification and risk stratification of pediatric MASLD. However, given the study's retrospective design and variations in diagnostic methods across datasets, further validation in larger, diverse cohorts is warranted to refine age-specific cut-off values and optimize screening approaches.
鉴于针对该人群胰岛素抵抗标志物的研究有限,我们对甘油三酯与高密度脂蛋白(HDL)比值(TG/HDL)、甘油三酯 - 葡萄糖指数(TyG)、单点胰岛素敏感性估计值(SPISE)以及胰岛素抵抗代谢评分(METS - IR)进行了研究,以确定它们是否为儿童代谢功能障碍相关脂肪性肝病(MASLD)的潜在预测指标。
这项横断面研究分别纳入了来自美国国家健康与营养检查调查(NHANES)的1150名青少年以及一家现实世界诊所的260名青少年的数据。使用瞬时弹性成像和腹部超声评估肝脂肪变性。以MASLD作为因变量进行逻辑回归分析。采用受试者工作特征(ROC)曲线评估预测能力。
在NHANES和现实世界数据中,MASLD组的TG/HDL、TyG、METS - IR以及肥胖比例均高于正常组,但SPISE低于正常组。在逻辑回归分析中,即使在调整年龄和性别后,所有标志物在NHANES和现实世界诊所数据中均与MASLD显著相关(均P<0.001)。SPISE和METS - IR在总人群中的ROC曲线下面积(AUC)分别为0.91和0.91,男性组为0.92和0.92,女性组为0.90和0.89,均高于NHANES数据集中TG/HDL和TyG的AUC(均P<0.001)。在现实世界临床数据中,SPISE和METS - IR在总人群和男性组中的AUC显著高于TG/HDL和TyG(均P<0.001)。在女性组中,SPISE的AUC显著高于TG/HDL或TyG。
METS - IR和SPISE是预测儿童MASLD的有效、非侵入性标志物,为早期检测和改善临床管理提供了有价值的工具。
儿童代谢功能障碍相关脂肪性肝病(MASLD)的患病率不断上升,且与心血管代谢危险因素密切相关,这凸显了有效早期检测工具的必要性。我们的研究表明,单点胰岛素敏感性估计值(SPISE)和胰岛素抵抗代谢评分(METS - IR)是预测儿童和青少年MASLD的 superior、非侵入性标志物,其验证的临界值适用于基于人群和现实世界的临床环境。这些发现对临床医生和医疗政策制定者尤为重要,因为它们提供了源自常规实验室检查的实用、易于获取的筛查工具,有助于早期识别儿童MASLD并进行风险分层。然而,鉴于该研究的回顾性设计以及各数据集诊断方法的差异,有必要在更大、更多样化的队列中进行进一步验证,以完善特定年龄的临界值并优化筛查方法。